Image Copy Detection on DALL-E 2 (test)
0.826Average SimilarityExponential PDF
Evaluation Results
| Method | Links | |
|---|---|---|
| Exponential PDFClass=Ours2024.09 | 0.826 | |
| Linear PDFClass=Ours2024.09 | 0.798 | |
| Gaussian PDFClass=Ours2024.09 | 0.784 | |
| Reducing RDClass=Models Trained on D-Rep2024.09 | 0.736 | |
| GPT-4VClass=Vision-language Models2024.09 | 0.705 | |
| RegressionClass=Models Trained on D-Rep2024.09 | 0.705 | |
| CLIPClass=Vision-language Models2024.09 | 0.694 | |
| BLIPClass=Vision-language Models2024.09 | 0.673 | |
| SLIPClass=Vision-language Models2024.09 | 0.668 | |
| SimCLRClass=Self-supervised Learning Models2024.09 | 0.644 | |
| Label SmoothingClass=Models Trained on D-Rep2024.09 | 0.636 | |
| SimSiamClass=Self-supervised Learning Models2024.09 | 0.619 | |
| DINOv2Class=Self-supervised Learning Models2024.09 | 0.593 | |
| ZeroVLClass=Vision-language Models2024.09 | 0.585 | |
| MoCov3Class=Self-supervised Learning Models2024.09 | 0.535 | |
| Enlarging PCCClass=Models Trained on D-Rep2024.09 | 0.523 | |
| DeiT-BClass=Supervised Pre-trained Models2024.09 | 0.496 | |
| MAEClass=Self-supervised Learning Models2024.09 | 0.487 | |
| ResNet-50Class=Supervised Pre-trained Models2024.09 | 0.465 | |
| ConvNeXtClass=Supervised Pre-trained Models2024.09 | 0.432 | |
| One-hot LabelClass=Models Trained on D-Rep2024.09 | 0.4 | |
| Swin-BClass=Supervised Pre-trained Models2024.09 | 0.391 | |
| BoTClass=Current ICD Models2024.09 | 0.346 | |
| CNNCLClass=Current ICD Models2024.09 | 0.27 | |
| EfNetClass=Current ICD Models2024.09 | 0.267 | |
| EfficientNetClass=Supervised Pre-trained Models2024.09 | 0.215 | |
| SSCDClass=Current ICD Models2024.09 | 0.18 | |
| ASLClass=Current ICD Models2024.09 | 0.093 |